Language Modelling On Salmon
المقاييس
Background (Domain) Consistency
Background (Random) Consistency
Background Alignment
Gender Consistency
Room Consistency
Sentiment Alignment
Sentiment Consistency
Speaker Consistency
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
جدول المقارنة
| اسم النموذج | Background (Domain) Consistency | Background (Random) Consistency | Background Alignment | Gender Consistency | Room Consistency | Sentiment Alignment | Sentiment Consistency | Speaker Consistency |
|---|---|---|---|---|---|---|---|---|
| spirit-lm-interleaved-spoken-and-written | 55.0 | 64.0 | 59.5 | 85.0 | 54.5 | 52.0 | 73.5 | 81.0 |
| last-language-model-aware-speech-tokenization | 55.5 | 60.5 | 54.5 | 70.5 | 61.0 | 51.5 | 64.0 | 63.0 |
| textually-pretrained-speech-language-models | 55.5 | 60.5 | 56.5 | 69.5 | 59.0 | 53.0 | 61.5 | 69.0 |
| textually-pretrained-speech-language-models | 54.0 | 61.5 | 56.5 | 68.0 | 59.0 | 51.5 | 59.0 | 69.5 |
| text-free-prosody-aware-generative-spoken | 57.0 | 66.0 | 53.5 | 88.5 | 53.5 | 55.5 | 40.5 | 83.0 |
| last-language-model-aware-speech-tokenization | 56.0 | 61.0 | 53.0 | 68.5 | 62.5 | 53.5 | 65.0 | 64.5 |
| textually-pretrained-speech-language-models | 55.0 | 60.5 | 54.5 | 70.0 | 62.0 | 51.5 | 61.5 | 71.0 |
| spirit-lm-interleaved-spoken-and-written | 53.5 | 55.5 | 51.5 | 67.0 | 54.5 | 48.0 | 54.5 | 69.5 |